This is a cool result showing that today’s frontier LLMs are much better at detecting AI content than they used to be. In my opinion, it’s very impressive that Opus 5.5 has such a sub-1% false positive rate.
We’ve found that LLMs-as-AI-detectors still struggle on our more challenging eval sets, but perhaps this is a blog post for another time.